Robert J. Marks II

Publication Activity (10 Years)

Years Active: 1985-2023
Publications (10 Years): 30

Top Topics

Facial Expression Recognition

Reactive Power Compensation

Outlier Detection

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Glauco A. Amigo, Pablo Rivas-Perea, Robert J. Marks II
Mitigating Algorithmic Bias on Facial Expression Recognition. CoRR (2023)
Albert R. Yu, Robert J. Marks II, Keith E. Schubert, Charles Baylis, Austin Egbert, Adam Goad, Samuel Haug
Dilated POCS: Minimax Convex Optimization. IEEE Access 11 (2023)
Justin M. Bui, Glauco A. Amigo, Robert J. Marks II
Generatively Augmented Neural Network Watchdog for Image Classification Networks. CCWC (2023)
Glauco A. Amigo, Justin M. Bui, Charles Baylis, Robert J. Marks II
Cascade watchdog: a multi-tiered adversarial guard for outlier detection. Signal Image Video Process. 17 (4) (2023)
Glauco A. Amigo, Daniel Andrés Díaz-Pachón, Robert J. Marks II
Forecast Ergodicity: Prediction Modeling Using Algorithmic Information Theory. CoRR (2023)
Austin Egbert, Adam Goad, Charles Baylis, Anthony F. Martone, Benjamin H. Kirk, Robert J. Marks II
Continuous Real-Time Circuit Reconfiguration to Maximize Average Output Power in Cognitive Radar Transmitters. IEEE Trans. Aerosp. Electron. Syst. 58 (3) (2022)
Pedro Rodriguez-Garcia, Jack Sifri, Caleb Calabrese, Adam Goad, Charles Baylis, Robert J. Marks II
Spurious Beam Suppression in Dual-Beam Phased Array Transmission by Impedance Tuning. IEEE Trans. Aerosp. Electron. Syst. 58 (5) (2022)
Samuel Haug, Austin Egbert, Robert J. Marks II, Charles Baylis, Anthony F. Martone
Changepoint Detection for Real-Time Spectrum Sharing Radar. CoRR (2022)
Samuel Haug, Robert J. Marks II, William A. Dembski
Exponential Contingency Explosion: Implications for Artificial General Intelligence. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Justin M. Bui, Glauco A. Amigo, Robert J. Marks II
Generatively Augmented Neural Network Watchdog for Image Classification Networks. CoRR (2021)
Justin Bui, Robert J. Marks II
Autoencoder Watchdog Outlier Detection for Classifiers. ICAART (2) (2021)
Daniel Andrés Díaz-Pachón, Robert J. Marks II
Active information requirements for fixation on the Wright-Fisher model of population genetics. CoRR (2021)
Daniel Andrés Díaz-Pachón, Robert J. Marks II
Generalized active information: extensions to unbounded domains. CoRR (2021)
Justin Bui, Robert J. Marks II
A Proof of Concept Neural Network Watchdog using a Hybrid Generative Classifier For Optimized Outlier Detection. CoRR (2021)
Glauco A. Amigo, Liang Dong, Robert J. Marks II
Forecasting Pseudo Random Numbers Using Deep Learning. ICSPCS (2021)
C. Tanner Fredieu, Justin Bui, Anthony F. Martone, Robert J. Marks II, Charles Baylis, R. Michael Buehrer
Classification of Common Waveforms Including a Watchdog for Unknown Signals. CoRR (2021)
Justin Bui, Robert J. Marks II
Autoencoder Watchdog Outlier Detection for Classifiers. CoRR (2020)
Angelique Dockendorf, Adam Goad, Caleb Calabrese, Benjamin Adkins, Austin Egbert, Jonathan Owen, Brandon Ravenscroft, Charles Baylis, Robert J. Marks II, Shannon D. Blunt, Anthony F. Martone, Kelly D. Sherbondy, Edward Viveiros
The Impact of Nonlinear Power Amplifier Load Impedance on Notched Waveforms for Cognitive Radar Spectrum Sharing. RWS (2020)
Matthew Fellows, Sarvin Rezayat, Lucilia Lamers, Joseph Barkate, Alexander Tsatsoulas, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Bias Smith Tube Optimization of Drain Voltage and Load Reflection Coefficient to Maximize Power-Added Efficiency Under ACPR Constraints for Radar Power Amplifiers. IEEE Trans. Aerosp. Electron. Syst. 55 (1) (2019)
Sarvin Rezayat, Christopher Kappelmann, Zachary Hays, Lucilia Lamers, Matthew Fellows, Charles Baylis, Edward Viveiros, Abigail Hedden, John Penn, Robert J. Marks II
Real-Time Amplifier Load-Impedance Optimization for Adaptive Radar Transmitters Using a Nonlinear Tunable Varactor Matching Network. IEEE Trans. Aerosp. Electron. Syst. 55 (1) (2019)
Eric Holloway, Robert J. Marks II
Observation of Unbounded Novelty in Evolutionary Algorithms is Unknowable. ICAISC (1) (2018)
Casey Latham, Matthew Fellows, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Radar waveform optimization for ambiguity function properties and dynamic spectral mask requirements based on communication receiver locations. RWS (2017)
Zachary Hays, Christopher Kappelmann, Sarvin Rezayat, Matthew Fellows, Lucilia Lamers, Matthew Flachsbart, Jennifer Barlow, Charles Baylis, Edward Viveiros, Ali Darwish, Abigail Hedden, John Penn, Robert J. Marks II
Real-time amplifier optimization algorithm for adaptive radio using a tunable-varactor matching network. RWS (2017)
Joseph Barkate, Alexander Tsatsoulas, Matthew Fellows, Matthew Flachsbart, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Fast, momentum-aided optimization of transmitter amplifier load impedance and input power for cognitive radio using the power smith tube. RWS (2016)
Joseph Barkate, Matthew Flachsbart, Zachary Hays, Matthew Fellows, Jennifer Barlow, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Fast, simultaneous optimization of power amplifier input power and load impedance for power-added efficiency and adjacent-channel power ratio using the power smith tube. IEEE Trans. Aerosp. Electron. Syst. 52 (2) (2016)
Matthew Fellows, Lucilia Lamers, Charles Baylis, Lawrence Cohen, Robert J. Marks II
A fast load-pull optimization for power-added efficiency under output power and ACPR constraints. IEEE Trans. Aerosp. Electron. Syst. 52 (6) (2016)
Eric Holloway, Robert J. Marks II
High Dimensional Human Guided Machine Learning. CoRR (2016)
Matthew Fellows, Sarvin Rezayat, Jennifer Barlow, Joseph Barkate, Alexander Tsatsoulas, Charles Baylis, Lawrence Cohen, Robert J. Marks II
The bias smith tube: Simultaneous optimization of bias voltage and load impedance in power amplifier design. RWS (2016)
Charles Baylis, Lawrence Cohen, Dylan Eustice, Robert J. Marks II
Myths concerning Woodward's ambiguity function: analysis and resolution. IEEE Trans. Aerosp. Electron. Syst. 52 (6) (2016)
Dylan Eustice, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Waveform synthesis via alternating projections with ambiguity function, peak-to-average power ratio, and spectrum requirements. RWS (2016)
Matthew Fellows, Matthew Flachsbart, Jennifer Barlow, Joseph Barkate, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Optimization of power-amplifier load impedance and waveform bandwidth for real-time reconfigurable radar. IEEE Trans. Aerosp. Electron. Syst. 51 (3) (2015)
Jon H. Roach, Robert J. Marks II, Benjamin Thompson
Recovery from Sensor Failure in an Evolving Multiobjective Swarm. IEEE Trans. Syst. Man Cybern. Syst. 45 (1) (2015)
Winston J. Ewert, William A. Dembski, Robert J. Marks II
Measuring meaningful information in images: algorithmic specified complexity. IET Comput. Vis. 9 (6) (2015)
Matthew Fellows, Charles Baylis, Lawrence Cohen, Robert J. Marks II
Real-time load impedance optimization for radar spectral mask compliance and power efficiency. IEEE Trans. Aerosp. Electron. Syst. 51 (1) (2015)
Albert Yu, Benjamin Thompson, Robert J. Marks II
Competitive Evolution of Tactical Multiswarm Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 43 (3) (2013)
Jon H. Roach, Robert J. Marks II, Benjamin Thompson
Tactical task allocation and resource management in non-stationary swarm dynamics. IJCNN (2013)
Winston J. Ewert, Robert J. Marks II, Benjamin Thompson, Albert Yu
Evolutionary Inversion of Swarm Emergence Using Disjunctive Combs Control. IEEE Trans. Syst. Man Cybern. Syst. 43 (5) (2013)
Charles Baylis, Robert J. Marks II
Small Perturbation Harmonic Coupling in Nonlinear Periodicity Preservation Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2012)
Charles Baylis, Robert J. Marks II
Evaluation of Harmonic Coupling Weights in Nonlinear Periodicity Preservation Systems. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2012)
Charles Baylis, Lawrence P. Dunleavy, Steven Lardizabal, Robert J. Marks II, Alberto Rodriguez
Efficient Optimization Using Experimental Queries: A Peak-Search Algorithm for Efficient Load-Pull Measurements. J. Adv. Comput. Intell. Intell. Informatics 15 (1) (2011)
John M. Davis, Ian A. Gravagne, Robert J. Marks II
Bilateral Laplace Transforms on Time Scales: Convergence, Convolution, and the Characterization of Stationary Stochastic Time Series. Circuits Syst. Signal Process. 29 (6) (2010)
John M. Davis, Ian A. Gravagne, Robert J. Marks II
Convergence of Unilateral Laplace Transforms on Time Scales. Circuits Syst. Signal Process. 29 (5) (2010)
William A. Dembski, Robert J. Marks II
The Search for a Search: Measuring the Information Cost of Higher Level Search. J. Adv. Comput. Intell. Intell. Informatics 14 (5) (2010)
Winston J. Ewert, William A. Dembski, Robert J. Marks II
Evolutionary Synthesis of Nand Logic: Dissecting a Digital Organism. SMC (2009)
William A. Dembski, Robert J. Marks II
Conservation of Information in Search: Measuring the Cost of Success. IEEE Trans. Syst. Man Cybern. Part A 39 (5) (2009)
Russell W. Duren, Robert J. Marks II, Paul D. Reynolds, Matthew L. Trumbo
Real-Time Neural Network Inversion on the SRC-6e Reconfigurable Computer. IEEE Trans. Neural Networks 18 (3) (2007)
Ian A. Gravagne, Robert J. Marks II
Emergent Behaviors of Protector, Refugee, and Aggressor Swarms. IEEE Trans. Syst. Man Cybern. Part B 37 (2) (2007)
Robert J. Marks II, Ian A. Gravagne, John M. Davis, Jeffrey J. Dacunha
Nonregressivity in switched linear circuits and mechanical systems. Math. Comput. Model. 43 (11-12) (2006)
Paul D. Reynolds, Russell W. Duren, Matthew L. Trumbo, Robert J. Marks II
FPGA implementation of particle swarm optimization for inversion of large neural networks. SIS (2005)
Arindam Kumar Das, Robert J. Marks II, Payman Arabshahi, Andrew Gray
Power controlled minimum frame length scheduling in TDMA wireless networks with sectored antennas. INFOCOM (2005)
Ian A. Gravagne, John M. Davis, Robert J. Marks II
How deterministic must a real-time controller be? IROS (2005)
Jiho Park, Dong-Chul Park, Robert J. Marks II, Mohamed A. El-Sharkawi
Recovery of image blocks using the method of alternating projections. IEEE Trans. Image Process. 14 (4) (2005)
Jeffrey J. Weinschenk, Robert J. Marks II, William E. Combs
On the use of Fourier methods in URC fuzzy system design. FUZZ-IEEE (2004)
Jiho Park, Dong-Chul Park, Robert J. Marks II, Mohamed A. El-Sharkawi
Content-based adaptive spatio-temporal methods for MPEG repair. IEEE Trans. Image Process. 13 (8) (2004)
George Chrysanthakopoulos, Warren L. J. Fox, Robert T. Miyamoto, Robert J. Marks II, Mohamed A. El-Sharkawi, Michael Healy
A fuzzy-logic autonomous agent applied as a supervisory controller in a simulated environment. IEEE Trans. Fuzzy Syst. 12 (1) (2004)
Ian A. Gravagne, John M. Davis, Jeffrey J. Dacunha, Robert J. Marks II
Bandwidth Reduction for Controller Area Networks using Adaptive Sampling. ICRA (2004)
William E. Combs, Jeffrey J. Weinschenk, Robert J. Marks II
Genomic systems design: a novel, biologically-based framework for enhancing the adaptive, autonomous capabilities of computer systems. FUZZ-IEEE (2004)
Jeffrey J. Weinschenk, William E. Combs, Robert J. Marks II
Avoidance of rule explosion by mapping fuzzy systems to a union rule configuration. FUZZ-IEEE (2003)
Jiho Park, Dong-Chul Park, Robert J. Marks II, Mohamed A. El-Sharkawi
Block loss recovery in DCT image encoding using POCS. ISCAS (5) (2002)
Robert J. Marks II, Benjamin Thompson, Mohamed A. El-Sharkawi, Warren L. J. Fox, Robert T. Miyamoto
Stochastic resonance of a threshold detector: image visualization and explanation. ISCAS (4) (2002)
Robert J. Marks II, S. Narayanan
Interpolation of discrete periodic nonuniform decimation using alias unraveling. ISCAS (1) (2002)
Robert J. Marks II, Arindam Kumar Das, Mohamed A. El-Sharkawi, Payman Arabshahi, Andrew Gray
Minimum power broadcast trees for wireless networks: optimizing using the viability lemma. ISCAS (1) (2002)
Ikas N. Kassabalidis, Mohamed A. El-Sharkawi, Robert J. Marks II
Border identification for power system security assessment using neural network inversion: an overview. IEEE Congress on Evolutionary Computation (2002)
Robert J. Streifel, Robert J. Marks II, Russell Reed, Jai J. Choi, Michael Healy
Dynamic fuzzy control of genetic algorithm parameter coding. IEEE Trans. Syst. Man Cybern. Part B 29 (3) (1999)
Tharam S. Dillon, Payman Arabshahi, Robert J. Marks II
Guest Editorial Everyday Applications Of Neural Networks. IEEE Trans. Neural Networks 8 (4) (1997)
Russell Reed, Robert J. Marks II, Seho Oh
Similarities of error regularization, sigmoid gain scaling, target smoothing, and training with jitter. IEEE Trans. Neural Networks 6 (3) (1995)
Seho Oh, Robert J. Marks II, Les E. Atlas
Kernel synthesis for generalized time-frequency distributions using the method of alternating projections onto convex sets. IEEE Trans. Signal Process. 42 (7) (1994)
Donald C. Wunsch II, Thomas P. Caudell, C. David Capps, Robert J. Marks II, R. Aaron Falk
An optoelectronic implementation of the adaptive resonance neural network. IEEE Trans. Neural Networks 4 (4) (1993)
Leung Tsang, Zhengxiao Chen, Seho Oh, Robert J. Marks II, Alfred T. C. Chang
Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model. IEEE Trans. Geosci. Remote. Sens. 30 (5) (1992)
Seho Oh, Robert J. Marks II
Some properties of the generalized time frequency representation with cone-shaped kernel. IEEE Trans. Signal Process. 40 (7) (1992)
Seho Oh, Robert J. Marks II
Dispersive propagation skew effects in iterative neural networks. IEEE Trans. Neural Networks 2 (1) (1991)
Seho Oh, Robert J. Marks II, Dennis P. Sarr
Homogeneous alternating projection neural networks. Neurocomputing 3 (2) (1991)
Jenq-Neng Hwang, Jai J. Choi, Seho Oh, Robert J. Marks II
Query-based learning applied to partially trained multilayer perceptrons. IEEE Trans. Neural Networks 2 (1) (1991)
Dong-Chul Park, Mohamed A. El-Sharkawi, Robert J. Marks II
An adaptively trained neural network. IEEE Trans. Neural Networks 2 (3) (1991)
Yunxin Zhao, Les E. Atlas, Robert J. Marks II
The use of cone-shaped kernels for generalized time-frequency representations of nonstationary signals. IEEE Trans. Acoust. Speech Signal Process. 38 (7) (1990)
Jenq-Neng Hwang, Jai J. Choi, Seho Oh, Robert J. Marks II
Query learning based on boundary search and gradient computation of trained multilayer perceptrons. IJCNN (1990)
Jenq-Neng Hwang, C. H. Chan, Robert J. Marks II
Frequency selective surface design based on iterative inversion of neural networks. IJCNN (1990)
Les E. Atlas, Jerome T. Connor, Dong-Chul Park, Mohamed A. El-Sharkawi, Robert J. Marks II, Alan F. Lippman, Ronald A. Cole, Yeshwant K. Muthusamy
A performance comparison of trained multilayer perceptrons and trained classification trees. SMC (1989)
Les E. Atlas, Ronald A. Cole, Jerome T. Connor, Mohamed A. El-Sharkawi, Robert J. Marks II, Yeshwant K. Muthusamy, Etienne Barnard
Performance Comparisons Between Backpropagation Networks and Classification Trees on Three Real-World Applications. NIPS (1989)
Robert J. Marks II, Les E. Atlas, Dong C. Park, Seho Oh
The effect of stochastic interconnects in artificial neural network classification. ICNN (1988)
Seho Oh, Les E. Atlas, Robert J. Marks II, Dong-Chul Park
Effects of clock skew in iterative neural network and optical feedback processors. ICNN (1988)
Les E. Atlas, Toshiteru Homma, Robert J. Marks II
An Artificial Neural Network for Spatio-Temporal Bipolar Patterns: Application to Phoneme Classification. NIPS (1987)
Robert J. Marks II, Les E. Atlas, Seho Oh, James A. Ritcey
The Performance of Convex Set Projection Based Neural Networks. NIPS (1987)
Robert J. Marks II, Les E. Atlas
Image recognition with inexact processing. ICASSP (1986)
Dmitry Radbel, Robert J. Marks II
An FIR estimation filter based on the sampling theorem. IEEE Trans. Acoust. Speech Signal Process. 33 (2) (1985)
Robert J. Marks II, Tonya Reightley
On iterative evaluation of extrema of integrals of trigonometric polynomials. IEEE Trans. Acoust. Speech Signal Process. 33 (4) (1985)